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tenure
float64
0
1
MonthlyCharges
float64
0
1
TotalCharges
float64
0
1
gender
int64
0
1
SeniorCitizen
int64
0
1
Partner
int64
0
1
Dependents
int64
0
1
PhoneService
int64
0
1
PaperlessBilling
int64
0
1
Churn
int64
0
1
MultipleLines_No
uint8
0
1
MultipleLines_No phone service
uint8
0
1
MultipleLines_Yes
uint8
0
1
InternetService_DSL
uint8
0
1
InternetService_Fiber optic
uint8
0
1
InternetService_No
uint8
0
1
OnlineSecurity_No
uint8
0
1
OnlineSecurity_No internet service
uint8
0
1
OnlineSecurity_Yes
uint8
0
1
OnlineBackup_No
uint8
0
1
OnlineBackup_No internet service
uint8
0
1
OnlineBackup_Yes
uint8
0
1
DeviceProtection_No
uint8
0
1
DeviceProtection_No internet service
uint8
0
1
DeviceProtection_Yes
uint8
0
1
TechSupport_No
uint8
0
1
TechSupport_No internet service
uint8
0
1
TechSupport_Yes
uint8
0
1
StreamingTV_No
uint8
0
1
StreamingTV_No internet service
uint8
0
1
StreamingTV_Yes
uint8
0
1
StreamingMovies_No
uint8
0
1
StreamingMovies_No internet service
uint8
0
1
StreamingMovies_Yes
uint8
0
1
Contract_Month-to-month
uint8
0
1
Contract_One year
uint8
0
1
Contract_Two year
uint8
0
1
PaymentMethod_Bank transfer
uint8
0
1
PaymentMethod_Credit card
uint8
0
1
PaymentMethod_Electronic check
uint8
0
1
PaymentMethod_Mailed check
uint8
0
1
__index_level_0__
int64
0
7.03k
0.901408
0.759204
0.699279
0
0
1
1
1
0
0
0
0
1
0
1
0
0
0
1
0
0
1
0
0
1
0
0
1
1
0
0
1
0
0
0
0
1
0
1
0
0
1,408
0.352113
0.174129
0.11582
0
0
0
0
0
0
0
0
1
0
1
0
0
1
0
0
1
0
0
0
0
1
0
0
1
1
0
0
1
0
0
1
0
0
0
0
1
0
6,992
0.943662
0.71592
0.724538
1
0
1
0
1
0
0
0
0
1
0
1
0
1
0
0
0
0
1
0
0
1
0
0
1
1
0
0
1
0
0
0
0
1
0
1
0
0
3,349
0.028169
0.657214
0.024954
0
0
0
0
1
0
0
1
0
0
0
1
0
1
0
0
0
0
1
1
0
0
1
0
0
1
0
0
0
0
1
1
0
0
0
0
1
0
4,486
0.676056
0.222886
0.236782
1
0
1
0
0
0
0
0
1
0
1
0
0
0
0
1
1
0
0
1
0
0
1
0
0
0
0
1
1
0
0
1
0
0
1
0
0
0
3,535
0.887324
0.783582
0.739915
1
1
1
0
1
0
0
1
0
0
0
1
0
0
0
1
0
0
1
0
0
1
1
0
0
1
0
0
0
0
1
0
1
0
1
0
0
0
349
0.084507
0.458209
0.04929
0
0
0
0
1
0
0
1
0
0
1
0
0
1
0
0
1
0
0
0
0
1
0
0
1
0
0
1
1
0
0
1
0
0
1
0
0
0
563
0.295775
0.745771
0.246769
0
0
0
0
1
1
0
1
0
0
0
1
0
1
0
0
0
0
1
1
0
0
1
0
0
0
0
1
0
0
1
1
0
0
0
0
0
1
3,252
0.422535
0.359204
0.187884
0
0
1
1
1
0
0
1
0
0
1
0
0
1
0
0
1
0
0
0
0
1
0
0
1
1
0
0
1
0
0
1
0
0
0
0
0
1
6,539
0.070423
0.295522
0.033037
1
0
0
0
0
1
1
0
1
0
1
0
0
1
0
0
1
0
0
0
0
1
1
0
0
0
0
1
0
0
1
1
0
0
0
0
1
0
4,957
0
0.009453
0.000046
0
0
0
1
1
1
0
1
0
0
0
0
1
0
1
0
0
1
0
0
1
0
0
1
0
0
1
0
0
1
0
1
0
0
0
0
0
1
2,984
0.070423
0.604975
0.047969
1
0
0
0
1
1
1
0
0
1
0
1
0
0
0
1
1
0
0
1
0
0
1
0
0
1
0
0
1
0
0
1
0
0
0
0
1
0
934
0.15493
0.612438
0.113363
1
0
0
0
1
1
0
0
0
1
0
1
0
0
0
1
1
0
0
1
0
0
1
0
0
1
0
0
1
0
0
1
0
0
0
0
1
0
3,876
0.84507
0.876617
0.776892
1
0
1
0
1
1
0
0
0
1
0
1
0
1
0
0
1
0
0
0
0
1
0
0
1
0
0
1
0
0
1
1
0
0
0
0
1
0
818
0.591549
0.01393
0.087751
1
0
0
0
1
1
0
1
0
0
0
0
1
0
1
0
0
1
0
0
1
0
0
1
0
0
1
0
0
1
0
0
0
1
1
0
0
0
2,798
0.408451
0.219403
0.133181
1
1
0
0
0
1
1
0
1
0
1
0
0
1
0
0
1
0
0
0
0
1
1
0
0
0
0
1
1
0
0
1
0
0
0
0
1
0
4,045
0.295775
0.367164
0.135501
0
0
0
0
1
1
1
1
0
0
1
0
0
1
0
0
0
0
1
1
0
0
0
0
1
1
0
0
1
0
0
0
1
0
0
1
0
0
6,599
0.71831
0.047761
0.142661
1
0
1
1
1
0
0
0
0
1
0
0
1
0
1
0
0
1
0
0
1
0
0
1
0
0
1
0
0
1
0
0
0
1
0
0
0
1
4,191
0
0.378109
0.004321
1
0
0
0
1
1
1
1
0
0
1
0
0
1
0
0
1
0
0
1
0
0
1
0
0
1
0
0
0
0
1
1
0
0
0
0
1
0
6,540
0.788732
0.760697
0.628912
1
0
0
0
1
0
0
0
0
1
0
1
0
1
0
0
0
0
1
1
0
0
0
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1
1
0
0
0
0
1
0
1
0
0
0
1
0
2,324
1
0.357711
0.452187
1
0
1
0
0
1
1
0
1
0
1
0
0
1
0
0
0
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1
0
0
1
1
0
0
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0
1
0
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1
0
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1
0
0
1
0
6,415
0.577465
0.851244
0.497196
1
0
0
0
1
1
0
1
0
0
0
1
0
1
0
0
0
0
1
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0
1
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1
0
0
1
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1
1
0
0
1
0
0
0
83
0.197183
0.015423
0.029327
1
0
1
1
1
0
0
1
0
0
0
0
1
0
1
0
0
1
0
0
1
0
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1
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0
1
0
0
1
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1
0
0
0
0
0
1
3,184
0.887324
0.624876
0.590417
0
0
1
1
1
0
0
1
0
0
0
1
0
0
0
1
0
0
1
1
0
0
1
0
0
1
0
0
1
0
0
1
0
0
0
0
1
0
2,758
0.647887
0.663682
0.461487
0
1
1
1
1
1
0
1
0
0
0
1
0
1
0
0
0
0
1
1
0
0
1
0
0
0
0
1
1
0
0
0
1
0
1
0
0
0
697
0.014085
0.107463
0.002994
1
0
1
1
0
0
0
0
1
0
1
0
0
1
0
0
1
0
0
1
0
0
0
0
1
1
0
0
1
0
0
1
0
0
1
0
0
0
1,615
0
0.019403
0.000162
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0
0
0
1
0
0
1
0
0
0
0
1
0
1
0
0
1
0
0
1
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1
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0
1
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0
1
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1
0
0
0
0
0
1
100
0
0.322886
0.003681
0
0
0
0
1
1
0
1
0
0
1
0
0
0
0
1
1
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1
0
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1
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0
1
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1
0
0
0
0
0
1
5,944
1
0.943781
0.949654
1
0
1
1
1
1
0
0
0
1
0
1
0
0
0
1
0
0
1
0
0
1
0
0
1
0
0
1
0
0
1
0
0
1
1
0
0
0
539
0.43662
0.70995
0.332679
1
0
1
1
1
0
0
0
0
1
0
1
0
0
0
1
1
0
0
1
0
0
1
0
0
0
0
1
1
0
0
1
0
0
0
0
1
0
3,691
0
0.559204
0.006422
1
1
1
0
1
1
1
0
0
1
0
1
0
1
0
0
1
0
0
1
0
0
1
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0
1
0
0
1
0
0
1
0
0
0
0
1
0
6,999
0.985915
0.29204
0.387607
1
0
1
0
0
1
0
0
1
0
1
0
0
0
0
1
0
0
1
0
0
1
0
0
1
1
0
0
1
0
0
0
0
1
1
0
0
0
2,045
0.197183
0.565672
0.130712
0
0
1
1
1
0
0
1
0
0
0
1
0
0
0
1
1
0
0
1
0
0
1
0
0
1
0
0
1
0
0
1
0
0
0
0
0
1
3,146
0.647887
0.765672
0.524371
0
0
1
0
1
1
0
0
0
1
0
1
0
1
0
0
1
0
0
1
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1
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0
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1
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1
0
1
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1
0
0
1,871
0.464789
0.790547
0.391322
0
0
1
1
1
1
0
0
0
1
0
1
0
1
0
0
0
0
1
1
0
0
1
0
0
0
0
1
0
0
1
1
0
0
1
0
0
0
2,300
0.690141
0.851741
0.576864
0
0
1
1
1
1
1
0
0
1
0
1
0
1
0
0
0
0
1
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1
1
0
0
0
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1
0
0
1
1
0
0
1
0
0
0
889
0.126761
0.017413
0.020759
0
0
0
0
1
0
0
1
0
0
0
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1
0
1
0
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1
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0
1
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1
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1
0
0
1
0
1
0
0
0
1
0
0
2,576
0.098592
0.734826
0.082062
1
1
0
0
1
1
1
1
0
0
0
1
0
1
0
0
1
0
0
0
0
1
1
0
0
0
0
1
0
0
1
1
0
0
0
0
1
0
1,029
0.309859
0.01393
0.048246
0
0
1
1
1
0
0
1
0
0
0
0
1
0
1
0
0
1
0
0
1
0
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1
0
0
1
0
0
1
0
0
1
0
0
0
0
1
2,127
0.084507
0.563682
0.054437
0
0
0
0
1
1
0
1
0
0
0
1
0
1
0
0
1
0
0
0
0
1
1
0
0
1
0
0
1
0
0
1
0
0
0
0
1
0
2,442
0.309859
0.656716
0.224937
0
0
1
0
1
0
0
0
0
1
0
1
0
1
0
0
0
0
1
0
0
1
1
0
0
1
0
0
1
0
0
1
0
0
0
0
1
0
625
1
0.723383
0.76548
1
0
1
1
1
0
0
0
0
1
1
0
0
0
0
1
0
0
1
0
0
1
0
0
1
0
0
1
0
0
1
0
0
1
0
1
0
0
3,616
0.408451
0.665672
0.292765
1
0
0
0
1
0
1
1
0
0
0
1
0
1
0
0
1
0
0
1
0
0
0
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1
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0
1
1
0
0
1
0
0
0
0
1
0
2,170
0.422535
0.3199
0.180164
1
1
1
0
0
1
0
0
1
0
1
0
0
0
0
1
0
0
1
0
0
1
1
0
0
1
0
0
0
0
1
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1
0
0
1
0
0
6,287
0.028169
0.892537
0.034018
0
0
0
0
1
0
0
0
0
1
0
1
0
1
0
0
0
0
1
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0
1
1
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0
0
0
1
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0
1
1
0
0
0
0
0
1
677
0.323944
0.020398
0.050906
1
1
0
0
1
1
0
1
0
0
0
0
1
0
1
0
0
1
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1
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1
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1
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1
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1
0
0
0
0
0
1
3,000
0.859155
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0.539955
0
0
0
0
1
1
0
1
0
0
1
0
0
0
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1
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0
1
1
0
0
1
0
0
0
0
1
0
0
1
0
1
0
0
1
0
0
1,749
0.507042
0.218408
0.165013
0
0
1
1
0
0
1
0
1
0
1
0
0
0
0
1
0
0
1
0
0
1
1
0
0
1
0
0
1
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1
0
0
1
0
0
0
5,891
0.859155
0.009453
0.127492
1
0
0
0
1
1
0
1
0
0
0
0
1
0
1
0
0
1
0
0
1
0
0
1
0
0
1
0
0
1
0
0
0
1
0
1
0
0
5,141
0.140845
0.549751
0.089193
0
0
0
0
1
1
1
1
0
0
0
1
0
0
0
1
1
0
0
1
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1
0
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1
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0
1
0
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1
0
0
0
0
1
0
4,223
0.126761
0.179104
0.040988
1
0
0
0
0
0
0
0
1
0
1
0
0
1
0
0
0
0
1
1
0
0
0
0
1
1
0
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1
0
0
1
0
0
0
0
1
0
4,123
0.507042
0.832338
0.406941
1
0
0
0
1
1
1
0
0
1
0
1
0
1
0
0
0
0
1
0
0
1
1
0
0
0
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1
0
0
1
1
0
0
1
0
0
0
6,849
1
0.068159
0.204373
0
1
0
0
1
1
0
0
0
1
0
0
1
0
1
0
0
1
0
0
1
0
0
1
0
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1
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0
1
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0
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1
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1
0
0
2,274
0.253521
0.661692
0.188455
0
0
0
0
1
1
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0
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1
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1
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0
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1
1
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1
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1
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3,500
0
0.013433
0.000092
1
0
0
0
1
1
1
1
0
0
0
0
1
0
1
0
0
1
0
0
1
0
0
1
0
0
1
0
0
1
0
1
0
0
0
0
0
1
2,612
0.309859
0.551244
0.187393
1
0
1
0
1
1
0
0
0
1
1
0
0
1
0
0
1
0
0
1
0
0
0
0
1
0
0
1
0
0
1
1
0
0
0
1
0
0
1,791
0.591549
0.908458
0.55521
1
1
1
0
1
1
1
0
0
1
0
1
0
0
0
1
1
0
0
0
0
1
0
0
1
0
0
1
0
0
1
0
1
0
0
0
0
1
4,251
0.633803
0.762687
0.50821
0
0
0
0
1
1
0
0
0
1
0
1
0
1
0
0
0
0
1
0
0
1
1
0
0
0
0
1
1
0
0
0
1
0
0
1
0
0
332
0.112676
0.021393
0.019075
0
0
0
1
1
0
0
1
0
0
0
0
1
0
1
0
0
1
0
0
1
0
0
1
0
0
1
0
0
1
0
1
0
0
0
0
0
1
3,019
0.323944
0.014428
0.054841
1
0
1
1
1
1
0
1
0
0
0
0
1
0
1
0
0
1
0
0
1
0
0
1
0
0
1
0
0
1
0
0
0
1
0
0
0
1
5,710
0.098592
0.814925
0.102671
1
1
0
0
1
1
0
0
0
1
0
1
0
1
0
0
1
0
0
1
0
0
0
0
1
0
0
1
0
0
1
1
0
0
0
1
0
0
2,275
0.126761
0.673632
0.096907
1
0
1
1
1
0
0
0
0
1
0
1
0
1
0
0
1
0
0
1
0
0
1
0
0
1
0
0
0
0
1
1
0
0
0
0
1
0
427
0.985915
0.523383
0.571729
0
0
1
1
1
1
0
1
0
0
1
0
0
0
0
1
1
0
0
0
0
1
0
0
1
1
0
0
0
0
1
0
0
1
0
1
0
0
564
0.056338
0.121891
0.017124
1
0
1
1
0
1
0
0
1
0
1
0
0
1
0
0
0
0
1
1
0
0
1
0
0
1
0
0
1
0
0
1
0
0
0
0
1
0
1,905
0.56338
0.651741
0.375577
0
1
1
0
1
1
1
0
0
1
0
1
0
0
0
1
1
0
0
0
0
1
1
0
0
1
0
0
1
0
0
1
0
0
1
0
0
0
4,463
0.802817
0.530846
0.485974
0
0
1
1
1
0
0
0
0
1
1
0
0
0
0
1
0
0
1
0
0
1
0
0
1
1
0
0
1
0
0
0
0
1
0
1
0
0
6,207
0.028169
0.514428
0.023269
1
0
0
0
1
1
0
1
0
0
1
0
0
1
0
0
1
0
0
0
0
1
1
0
0
0
0
1
0
0
1
0
1
0
0
0
1
0
1,630
0.929577
0.011443
0.146019
0
0
1
1
1
1
0
1
0
0
0
0
1
0
1
0
0
1
0
0
1
0
0
1
0
0
1
0
0
1
0
0
0
1
0
1
0
0
2,171
0.169014
0.125373
0.043307
1
0
0
0
0
1
0
0
1
0
1
0
0
0
0
1
1
0
0
1
0
0
1
0
0
1
0
0
1
0
0
1
0
0
1
0
0
0
841
0
0.019403
0.000162
0
0
1
1
1
1
0
1
0
0
0
0
1
0
1
0
0
1
0
0
1
0
0
1
0
0
1
0
0
1
0
0
1
0
0
0
1
0
222
0.985915
0.815423
0.829702
0
0
1
1
1
0
0
1
0
0
0
1
0
0
0
1
0
0
1
0
0
1
0
0
1
0
0
1
1
0
0
0
0
1
0
1
0
0
3,532
0.098592
0.363184
0.048379
0
0
0
0
1
1
0
1
0
0
1
0
0
1
0
0
1
0
0
1
0
0
1
0
0
1
0
0
0
0
1
1
0
0
0
1
0
0
1,711
0.380282
0.726368
0.284428
0
0
0
0
1
1
0
1
0
0
0
1
0
1
0
0
0
0
1
1
0
0
0
0
1
0
0
1
1
0
0
0
1
0
1
0
0
0
6,318
0.985915
0.055721
0.19078
1
0
1
0
1
0
0
0
0
1
0
0
1
0
1
0
0
1
0
0
1
0
0
1
0
0
1
0
0
1
0
0
0
1
0
0
0
1
4,899
0.929577
0.99602
0.898379
0
0
0
0
1
1
1
0
0
1
0
1
0
0
0
1
0
0
1
0
0
1
0
0
1
0
0
1
0
0
1
0
1
0
1
0
0
0
5,119
0.873239
0.70796
0.643763
0
0
1
1
1
1
0
0
0
1
1
0
0
0
0
1
0
0
1
0
0
1
0
0
1
0
0
1
0
0
1
0
0
1
0
1
0
0
2,315
0.056338
0.620398
0.045782
0
0
0
0
1
1
1
1
0
0
0
1
0
1
0
0
1
0
0
1
0
0
1
0
0
0
0
1
1
0
0
1
0
0
0
0
1
0
314
0.507042
0.603483
0.341351
1
0
0
0
1
1
0
0
0
1
1
0
0
0
0
1
0
0
1
0
0
1
0
0
1
0
0
1
1
0
0
1
0
0
0
1
0
0
4,398
0.732394
0.930846
0.668238
1
0
1
0
1
1
0
0
0
1
0
1
0
1
0
0
0
0
1
0
0
1
0
0
1
0
0
1
0
0
1
0
1
0
1
0
0
0
1,926
0.15493
0.261692
0.053289
1
0
0
1
1
1
1
1
0
0
1
0
0
1
0
0
1
0
0
1
0
0
1
0
0
1
0
0
1
0
0
1
0
0
0
0
1
0
6,059
0.971831
0.014428
0.152631
1
0
0
0
1
0
0
1
0
0
0
0
1
0
1
0
0
1
0
0
1
0
0
1
0
0
1
0
0
1
0
0
1
0
1
0
0
0
2,456
0.028169
0.558706
0.024319
0
0
0
0
1
1
1
0
0
1
0
1
0
1
0
0
1
0
0
1
0
0
1
0
0
1
0
0
1
0
0
1
0
0
0
0
1
0
122
0.183099
0.640796
0.134572
0
0
1
0
1
1
0
0
0
1
0
1
0
1
0
0
0
0
1
0
0
1
1
0
0
1
0
0
1
0
0
1
0
0
0
0
1
0
2,359
0.84507
0.253234
0.308995
1
0
0
0
0
0
0
0
1
0
1
0
0
0
0
1
0
0
1
0
0
1
0
0
1
1
0
0
1
0
0
0
1
0
0
1
0
0
3,230
0.042254
0.698507
0.040601
0
0
0
0
1
1
1
1
0
0
0
1
0
1
0
0
1
0
0
1
0
0
1
0
0
0
0
1
0
0
1
1
0
0
0
0
1
0
5,582
0
0.7199
0.008285
1
0
0
0
1
0
1
1
0
0
0
1
0
1
0
0
1
0
0
1
0
0
1
0
0
0
0
1
0
0
1
1
0
0
0
0
1
0
4,205
0.126761
0.113433
0.031456
1
1
0
0
0
1
1
0
1
0
1
0
0
1
0
0
1
0
0
1
0
0
0
0
1
1
0
0
1
0
0
1
0
0
0
0
1
0
5,350
0.309859
0.368657
0.146019
0
0
0
1
1
1
0
1
0
0
1
0
0
1
0
0
0
0
1
1
0
0
0
0
1
1
0
0
1
0
0
1
0
0
1
0
0
0
3,620
0.366197
0.023383
0.064972
0
0
0
1
1
0
0
1
0
0
0
0
1
0
1
0
0
1
0
0
1
0
0
1
0
0
1
0
0
1
0
0
0
1
0
0
0
1
2,721
1
0.599005
0.653525
1
1
1
0
1
0
0
0
0
1
1
0
0
0
0
1
0
0
1
0
0
1
0
0
1
1
0
0
0
0
1
0
0
1
1
0
0
0
3,126
0.915493
0.321393
0.386078
0
0
1
1
0
0
0
0
1
0
1
0
0
1
0
0
1
0
0
1
0
0
0
0
1
0
0
1
0
0
1
0
0
1
1
0
0
0
2,557
0.478873
0.912438
0.434295
0
0
1
1
1
1
0
0
0
1
0
1
0
1
0
0
0
0
1
0
0
1
0
0
1
0
0
1
0
0
1
1
0
0
0
0
1
0
6,776
0
0.269154
0.003058
1
0
0
0
1
1
1
1
0
0
1
0
0
1
0
0
1
0
0
1
0
0
1
0
0
1
0
0
1
0
0
1
0
0
0
0
0
1
2,013
0.15493
0.547761
0.093382
0
1
0
0
1
1
0
0
0
1
0
1
0
1
0
0
1
0
0
1
0
0
1
0
0
1
0
0
1
0
0
1
0
0
0
1
0
0
4,172
0.352113
0.262687
0.131289
0
0
0
0
0
1
0
0
1
0
1
0
0
0
0
1
0
0
1
1
0
0
1
0
0
1
0
0
0
0
1
1
0
0
1
0
0
0
1,876
0.239437
0.168657
0.067909
1
0
0
0
0
1
0
0
1
0
1
0
0
1
0
0
1
0
0
0
0
1
0
0
1
1
0
0
1
0
0
1
0
0
0
0
1
0
5,052
0.028169
0.114925
0.008724
0
0
1
0
0
0
0
0
1
0
1
0
0
1
0
0
0
0
1
1
0
0
1
0
0
1
0
0
1
0
0
1
0
0
0
1
0
0
3,218
0.929577
0.022886
0.15285
1
0
0
0
1
0
0
1
0
0
0
0
1
0
1
0
0
1
0
0
1
0
0
1
0
0
1
0
0
1
0
0
1
0
0
0
1
0
6,989
0.15493
0.020398
0.023736
1
0
1
1
1
0
0
1
0
0
0
0
1
0
1
0
0
1
0
0
1
0
0
1
0
0
1
0
0
1
0
0
0
1
1
0
0
0
6,678
0.43662
0.673632
0.301154
1
1
1
0
1
1
1
0
0
1
0
1
0
1
0
0
1
0
0
1
0
0
1
0
0
0
0
1
1
0
0
1
0
0
0
1
0
0
3,114
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